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An evolutionary deep learning model based on EWKM, random forest algorithm, SSA and BiLSTM for building energy consumption prediction

Lei Lei, Suola Shao, Lixia Liang

2023Energy113 citationsDOI

Topics & Concepts

Random forestFeature selectionEnergy consumptionArtificial neural networkRadio frequencyArtificial intelligenceRobustness (evolution)Mean absolute percentage errorComputer scienceMean squared errorMachine learningAlgorithmPattern recognition (psychology)EngineeringStatisticsMathematicsTelecommunicationsGeneElectrical engineeringBiochemistryChemistryBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting
An evolutionary deep learning model based on EWKM, random forest algorithm, SSA and BiLSTM for building energy consumption prediction | Litcius